- Fix French accent characters (é/è/ê/ç/â/ô) across all 14 HAND.toml files - Fix German special characters (ä/ö/ü/ß) across all 14 HAND.toml files - Add category translations to all 6 i18n language blocks in all 14 hands - Enhance SKILL.md content for 9 hands with practical examples and workflows - Trim bloated SKILL.md files (apitester 1400→892, devops 1301→870) - Rewrite root README.md with accurate stats, complete hand/integration tables - Update hands/README.md with full 14-hand listing and i18n documentation
683 lines
21 KiB
TOML
683 lines
21 KiB
TOML
id = "researcher"
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version = "1.0.0"
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name = "Researcher Hand"
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description = "Autonomous deep researcher — exhaustive investigation, cross-referencing, fact-checking, and structured reports"
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category = "productivity"
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icon = "🧪"
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tools = [
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"shell_exec",
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"file_read",
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"file_write",
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"file_list",
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"web_fetch",
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"web_search",
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"memory_store",
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"memory_recall",
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"schedule_create",
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"schedule_list",
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"schedule_delete",
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"knowledge_add_entity",
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"knowledge_add_relation",
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"knowledge_query",
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"event_publish",
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]
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[routing]
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aliases = [
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"deep research",
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"systematic review",
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"landscape analysis",
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"exhaustive investigation",
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"investigate",
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"research topic",
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"find sources",
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"fact check",
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]
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weak_aliases = [
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"research",
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"cross reference",
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"literature review",
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"look into",
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"dig into",
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]
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# ─── Configurable settings ───────────────────────────────────────────────────
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[[settings]]
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key = "research_depth"
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label = "Research Depth"
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description = "How exhaustive each investigation should be"
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setting_type = "select"
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default = "thorough"
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[[settings.options]]
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value = "quick"
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label = "Quick (5-10 sources, 1 pass)"
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[[settings.options]]
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value = "thorough"
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label = "Thorough (20-30 sources, cross-referenced)"
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[[settings.options]]
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value = "exhaustive"
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label = "Exhaustive (50+ sources, multi-pass, fact-checked)"
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[[settings]]
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key = "output_style"
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label = "Output Style"
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description = "How to format research reports"
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setting_type = "select"
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default = "detailed"
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[[settings.options]]
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value = "brief"
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label = "Brief (executive summary, 1-2 pages)"
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[[settings.options]]
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value = "detailed"
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label = "Detailed (structured report, 5-10 pages)"
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[[settings.options]]
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value = "academic"
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label = "Academic (formal paper style with citations)"
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[[settings.options]]
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value = "executive"
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label = "Executive (key findings + recommendations)"
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[[settings]]
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key = "source_verification"
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label = "Source Verification"
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description = "Cross-check claims across multiple sources before including"
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setting_type = "toggle"
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default = "true"
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[[settings]]
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key = "max_sources"
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label = "Max Sources"
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description = "Maximum number of sources to consult per investigation"
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setting_type = "select"
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default = "30"
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[[settings.options]]
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value = "10"
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label = "10 sources"
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[[settings.options]]
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value = "30"
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label = "30 sources"
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[[settings.options]]
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value = "50"
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label = "50 sources"
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[[settings.options]]
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value = "unlimited"
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label = "Unlimited"
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[[settings]]
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key = "auto_follow_up"
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label = "Auto Follow-Up"
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description = "Automatically research follow-up questions discovered during investigation"
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setting_type = "toggle"
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default = "true"
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[[settings]]
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key = "save_research_log"
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label = "Save Research Log"
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description = "Save detailed search queries and source evaluation notes"
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setting_type = "toggle"
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default = "false"
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[[settings]]
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key = "citation_style"
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label = "Citation Style"
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description = "How to cite sources in reports"
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setting_type = "select"
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default = "inline_url"
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[[settings.options]]
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value = "inline_url"
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label = "Inline URLs"
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[[settings.options]]
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value = "footnotes"
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label = "Footnotes"
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[[settings.options]]
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value = "academic_apa"
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label = "Academic (APA)"
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[[settings.options]]
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value = "numbered"
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label = "Numbered references"
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[[settings]]
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key = "language"
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label = "Language"
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description = "Primary language for research and output"
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setting_type = "select"
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default = "english"
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[[settings.options]]
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value = "english"
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label = "English"
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[[settings.options]]
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value = "spanish"
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label = "Spanish"
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[[settings.options]]
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value = "french"
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label = "French"
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[[settings.options]]
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value = "german"
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label = "German"
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[[settings.options]]
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value = "chinese"
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label = "Chinese"
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[[settings.options]]
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value = "japanese"
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label = "Japanese"
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[[settings.options]]
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value = "auto"
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label = "Auto-detect"
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# ─── Agent configuration ─────────────────────────────────────────────────────
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[agent]
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name = "researcher-hand"
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description = "AI deep researcher — conducts exhaustive investigations with cross-referencing, fact-checking, and structured reports"
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module = "builtin:chat"
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provider = "default"
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model = "default"
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max_tokens = 16384
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temperature = 0.3
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max_iterations = 80
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system_prompt = """You are Researcher Hand — an autonomous deep research agent that conducts exhaustive investigations, cross-references sources, fact-checks claims, and produces comprehensive structured reports.
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## Phase 0 — Platform Detection & Context (ALWAYS DO THIS FIRST)
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Detect the operating system:
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```
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python -c "import platform; print(platform.system())"
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```
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Then load context:
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1. memory_recall `researcher_hand_state` — load cumulative research stats
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2. Read **User Configuration** for research_depth, output_style, citation_style, etc.
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3. knowledge_query for any existing research on this topic
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---
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## Phase 1 — Question Analysis & Decomposition
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When you receive a research question:
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1. Identify the core question and its type:
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- **Factual**: "What is X?" — needs authoritative sources
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- **Comparative**: "X vs Y?" — needs balanced multi-perspective analysis
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- **Causal**: "Why did X happen?" — needs evidence chains
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- **Predictive**: "Will X happen?" — needs trend analysis
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- **How-to**: "How to do X?" — needs step-by-step with examples
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- **Survey**: "What are the options for X?" — needs comprehensive landscape mapping
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2. Decompose into sub-questions (2-5 sub-questions for thorough/exhaustive depth)
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3. Identify what types of sources would be most authoritative for this topic:
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- Academic topics → look for papers, university sources, expert blogs
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- Technology → official docs, benchmarks, GitHub, engineering blogs
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- Business → SEC filings, press releases, industry reports
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- Current events → news agencies, primary sources, official statements
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4. Store the research plan in the knowledge graph
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---
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## Phase 2 — Search Strategy Construction
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For each sub-question, construct 3-5 search queries using different strategies:
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**Direct queries**: "[exact question]", "[topic] explained", "[topic] guide"
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**Expert queries**: "[topic] research paper", "[topic] expert analysis", "site:arxiv.org [topic]"
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**Comparison queries**: "[topic] vs [alternative]", "[topic] pros cons", "[topic] review"
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**Temporal queries**: "[topic] [current year]", "[topic] latest", "[topic] update"
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**Deep queries**: "[topic] case study", "[topic] data", "[topic] statistics"
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If `language` is not English, also search in the target language.
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---
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## Phase 3 — Information Gathering (Core Loop)
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For each search query:
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1. web_search → collect results
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2. Evaluate each result before deep-reading (check URL domain, snippet relevance)
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3. web_fetch promising sources → extract:
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- Key claims and assertions
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- Data points and statistics
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- Expert quotes and opinions
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- Methodology (for research/studies)
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- Date of publication
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- Author credentials (if available)
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Source quality evaluation (CRAAP test):
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- **Currency**: When was it published? Is it still relevant?
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- **Relevance**: Does it directly address the question?
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- **Authority**: Who wrote it? What are their credentials?
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- **Accuracy**: Can claims be verified? Are sources cited?
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- **Purpose**: Is it informational, persuasive, or commercial?
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Score each source: A (authoritative), B (reliable), C (useful), D (weak), F (unreliable)
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If `save_research_log` is enabled, log every query and source evaluation to `research_log_YYYY-MM-DD.md`.
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Continue until:
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- Quick: 5-10 sources gathered
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- Thorough: 20-30 sources gathered OR sub-questions answered
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- Exhaustive: 50+ sources gathered AND all sub-questions multi-sourced
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---
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## Phase 4 — Cross-Reference & Synthesis
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If `source_verification` is enabled:
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1. For each key claim, verify it appears in 2+ independent sources
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2. Flag claims that only appear in one source as "single-source"
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3. Note any contradictions between sources — report both sides
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Synthesis process:
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1. Group findings by sub-question
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2. Identify the consensus view (what most sources agree on)
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3. Identify minority views (what credible sources disagree on)
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4. Note gaps in knowledge (what no source addresses)
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5. Build the knowledge graph:
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- knowledge_add_entity for key concepts, people, organizations, data points
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- knowledge_add_relation for relationships between findings
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If `auto_follow_up` is enabled and you discover important tangential questions:
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- Add them to the research queue
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- Research them in a follow-up pass
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---
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## Phase 5 — Fact-Check Pass
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For critical claims in the synthesis:
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1. Search for the primary source (original research, official data)
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2. Check for known debunkings or corrections
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3. Verify statistics against authoritative databases
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4. Flag any claim where the evidence is weak or contested
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Mark each claim with a confidence level:
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- **Verified**: confirmed by 3+ authoritative sources
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- **Likely**: confirmed by 2 sources or 1 authoritative source
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- **Unverified**: single source, plausible but not confirmed
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- **Disputed**: sources disagree
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---
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## Phase 6 — Report Generation
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Generate the report based on `output_style`:
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**Brief**:
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```markdown
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# Research: [Question]
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## Key Findings
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- [3-5 bullet points with the most important answers]
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## Sources
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[Top 5 sources with URLs]
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```
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**Detailed**:
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```markdown
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# Research Report: [Question]
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**Date**: YYYY-MM-DD | **Sources Consulted**: N | **Confidence**: [high/medium/low]
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## Executive Summary
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[2-3 paragraphs synthesizing the answer]
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## Detailed Findings
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### [Sub-question 1]
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[Findings with citations]
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### [Sub-question 2]
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[Findings with citations]
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## Key Data Points
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| Metric | Value | Source | Confidence |
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|--------|-------|--------|------------|
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## Contradictions & Open Questions
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[Areas where sources disagree or gaps exist]
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## Sources
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[Full source list with quality ratings]
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```
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**Academic**:
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```markdown
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# [Title]
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## Abstract
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## Introduction
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## Methodology
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## Findings
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## Discussion
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## Conclusion
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## References (APA format)
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```
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**Executive**:
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```markdown
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# [Question] — Executive Brief
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## Bottom Line
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[1-2 sentence answer]
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## Key Findings (bullet points)
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## Recommendations
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## Risk Factors
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## Sources
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```
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Format citations based on `citation_style` setting.
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Save report to: `research_[sanitized_question]_YYYY-MM-DD.md`
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If the research produces follow-up questions, suggest them to the user.
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---
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## Phase 7 — State & Statistics
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1. memory_store `researcher_hand_state`: total_queries, total_sources_cited, reports_generated
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2. Update dashboard stats:
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- memory_store `researcher_hand_queries_solved` — increment
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- memory_store `researcher_hand_sources_cited` — total unique sources ever cited
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- memory_store `researcher_hand_reports_generated` — increment
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- memory_store `researcher_hand_active_investigations` — currently in-progress count
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If event_publish is available, publish a "research_complete" event with the report path.
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---
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## Guidelines
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- NEVER fabricate sources, citations, or data — every claim must be traceable
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- If you cannot find information, say so clearly — "No reliable sources found for X"
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- Distinguish between facts, expert opinions, and your own analysis
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- Be explicit about confidence levels — uncertainty is not weakness
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- For controversial topics, present multiple perspectives fairly
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- Prefer primary sources over secondary sources over tertiary sources
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- When quoting, use exact text — do not paraphrase and present as a quote
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- If the user messages you mid-research, respond and then continue
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- Do not include sources you haven't actually read (no padding the bibliography)
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"""
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[dashboard]
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[[dashboard.metrics]]
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label = "Queries Solved"
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memory_key = "researcher_hand_queries_solved"
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format = "number"
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[[dashboard.metrics]]
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label = "Sources Cited"
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memory_key = "researcher_hand_sources_cited"
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format = "number"
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[[dashboard.metrics]]
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label = "Reports Generated"
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memory_key = "researcher_hand_reports_generated"
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format = "number"
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[[dashboard.metrics]]
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label = "Active Investigations"
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memory_key = "researcher_hand_active_investigations"
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format = "number"
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# ─── Token & Performance Metadata ─────────────────────────────────────────────
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[metadata]
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frequency = "continuous"
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token_consumption = "high"
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default_active = true
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activation_warning = "Researcher hand runs continuously and performs deep research, consuming tokens."
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# ─── Internationalization (optional) ─────────────────────────────────────────
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# All i18n sections are optional. Without them, the English values above are used.
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# To localize, add [i18n.LANG] sections (e.g. zh, ja, ko, es, fr, de).
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# Settings translations are also optional — omit to keep English labels.
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# ─── Chinese (简体中文) ────────────────────────────────────────────────────
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[i18n.zh]
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name = "深度研究 Hand"
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description = "自主深度研究员——全面调研、交叉验证、事实核查和结构化报告"
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category = "生产力"
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[i18n.zh.settings.research_depth]
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label = "研究深度"
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description = "每次调研的详尽程度"
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[i18n.zh.settings.output_style]
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label = "输出格式"
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description = "研究报告的格式风格"
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[i18n.zh.settings.source_verification]
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label = "来源验证"
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description = "在引用前通过多个来源交叉验证论述"
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[i18n.zh.settings.max_sources]
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label = "最大来源数"
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description = "每次调研参考的最大来源数量"
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[i18n.zh.settings.auto_follow_up]
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label = "自动追问"
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description = "自动研究调查过程中发现的延伸问题"
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[i18n.zh.settings.save_research_log]
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label = "保存研究日志"
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description = "保存详细的搜索查询和来源评估记录"
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[i18n.zh.settings.citation_style]
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label = "引用格式"
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description = "报告中引用来源的格式"
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[i18n.zh.settings.language]
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label = "语言"
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description = "研究和输出的主要语言"
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# ─── Korean (한국어) ────────────────────────────────────────────────────
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[i18n.ko]
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name = "심층 연구 Hand"
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description = "자율 심층 연구원 — 철저한 조사, 교차 검증, 팩트체크 및 구조화된 보고서"
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category = "생산성"
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[i18n.ko.settings.research_depth]
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label = "연구 깊이"
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description = "각 조사의 철저함 정도"
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[i18n.ko.settings.output_style]
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label = "출력 스타일"
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description = "연구 보고서의 형식 스타일"
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[i18n.ko.settings.source_verification]
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label = "출처 검증"
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description = "인용 전 여러 출처를 통해 주장을 교차 검증"
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[i18n.ko.settings.max_sources]
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label = "최대 출처 수"
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description = "조사당 참고할 최대 출처 수"
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[i18n.ko.settings.auto_follow_up]
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label = "자동 후속 조사"
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description = "조사 과정에서 발견된 후속 질문을 자동으로 연구"
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[i18n.ko.settings.save_research_log]
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label = "연구 로그 저장"
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description = "상세한 검색 쿼리 및 출처 평가 기록 저장"
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[i18n.ko.settings.citation_style]
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label = "인용 형식"
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description = "보고서에서 출처를 인용하는 형식"
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[i18n.ko.settings.language]
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label = "언어"
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description = "연구 및 출력의 주요 언어"
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# ─── Japanese (日本語) ────────────────────────────────────────────────────
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[i18n.ja]
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name = "ディープリサーチ Hand"
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description = "自律型深層調査エージェント——徹底的な調査、クロスリファレンス、ファクトチェック、構造化レポート"
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category = "生産性"
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[i18n.ja.settings.research_depth]
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label = "調査の深さ"
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description = "各調査の徹底度"
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[i18n.ja.settings.output_style]
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label = "出力スタイル"
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description = "調査レポートのフォーマットスタイル"
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[i18n.ja.settings.source_verification]
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label = "ソース検証"
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description = "引用前に複数のソースでクレームをクロスチェックする"
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[i18n.ja.settings.max_sources]
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label = "最大ソース数"
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description = "調査ごとに参照するソースの最大数"
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[i18n.ja.settings.auto_follow_up]
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label = "自動フォローアップ"
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description = "調査中に発見されたフォローアップ質問を自動的に調査する"
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[i18n.ja.settings.save_research_log]
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label = "調査ログの保存"
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description = "詳細な検索クエリとソース評価の記録を保存する"
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[i18n.ja.settings.citation_style]
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label = "引用スタイル"
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description = "レポートでのソース引用の形式"
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[i18n.ja.settings.language]
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label = "言語"
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description = "調査と出力の主要言語"
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# ─── Spanish (Español) ────────────────────────────────────────────────────
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[i18n.es]
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name = "Hand de Investigación"
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description = "Investigador autónomo en profundidad — investigación exhaustiva, referencias cruzadas, verificación de hechos e informes estructurados"
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category = "Productividad"
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[i18n.es.settings.research_depth]
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label = "Profundidad de investigación"
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description = "Qué tan exhaustiva debe ser cada investigación"
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[i18n.es.settings.output_style]
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label = "Estilo de salida"
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description = "Cómo formatear los informes de investigación"
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[i18n.es.settings.source_verification]
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label = "Verificación de fuentes"
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description = "Verificar afirmaciones cruzando múltiples fuentes antes de incluirlas"
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[i18n.es.settings.max_sources]
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label = "Máximo de fuentes"
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description = "Número máximo de fuentes a consultar por investigación"
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[i18n.es.settings.auto_follow_up]
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label = "Seguimiento automático"
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description = "Investigar automáticamente preguntas de seguimiento descubiertas durante la investigación"
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[i18n.es.settings.save_research_log]
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label = "Guardar registro de investigación"
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description = "Guardar consultas de búsqueda detalladas y notas de evaluación de fuentes"
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[i18n.es.settings.citation_style]
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label = "Estilo de citación"
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description = "Cómo citar fuentes en los informes"
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[i18n.es.settings.language]
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label = "Idioma"
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description = "Idioma principal para la investigación y los resultados"
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# ─── French (Français) ────────────────────────────────────────────────────
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[i18n.fr]
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name = "Hand de Recherche Approfondie"
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description = "Chercheur autonome en profondeur — recherche exhaustive, références croisées, vérification des faits et rapports structurés"
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category = "Productivité"
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[i18n.fr.settings.research_depth]
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|
label = "Profondeur de recherche"
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|
description = "Niveau de minutie de chaque investigation"
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[i18n.fr.settings.output_style]
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|
label = "Style de sortie"
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|
description = "Style de formatage du rapport de recherche"
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[i18n.fr.settings.source_verification]
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|
label = "Vérification des sources"
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|
description = "Vérifier les affirmations auprès de plusieurs sources avant de citer"
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[i18n.fr.settings.max_sources]
|
|
label = "Nombre maximum de sources"
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description = "Nombre maximum de sources à consulter par recherche"
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[i18n.fr.settings.auto_follow_up]
|
|
label = "Suivi automatique"
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|
description = "Rechercher automatiquement les questions de suivi découvertes pendant l'investigation"
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[i18n.fr.settings.save_research_log]
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|
label = "Sauvegarder le journal de recherche"
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description = "Conserver les journaux détaillés des requêtes de recherche et des évaluations de sources"
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[i18n.fr.settings.citation_style]
|
|
label = "Style de citation"
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|
description = "Format de citation des sources dans les rapports"
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[i18n.fr.settings.language]
|
|
label = "Langue"
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|
description = "Langue principale pour la recherche et les résultats"
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# ─── German (Deutsch) ────────────────────────────────────────────────────
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[i18n.de]
|
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name = "Tiefenforschungs-Hand"
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description = "Autonomer Tiefenforscher — gründliche Untersuchung, Querverweise, Faktencheck und strukturierte Berichte"
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category = "Produktivität"
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[i18n.de.settings.research_depth]
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|
label = "Forschungstiefe"
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description = "Gründlichkeit jeder Untersuchung"
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[i18n.de.settings.output_style]
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|
label = "Ausgabestil"
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|
description = "Formatierungsstil des Forschungsberichts"
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[i18n.de.settings.source_verification]
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|
label = "Quellenverifikation"
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|
description = "Behauptungen vor dem Zitieren mit mehreren Quellen gegenkontrollieren"
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[i18n.de.settings.max_sources]
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|
label = "Maximale Quellen"
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|
description = "Maximale Anzahl der pro Untersuchung zu konsultierenden Quellen"
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[i18n.de.settings.auto_follow_up]
|
|
label = "Automatisches Nachfassen"
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|
description = "Während der Untersuchung entdeckte Folgefragen automatisch recherchieren"
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[i18n.de.settings.save_research_log]
|
|
label = "Forschungsprotokoll speichern"
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|
description = "Detaillierte Protokolle der Suchabfragen und Quellenbewertungen speichern"
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[i18n.de.settings.citation_style]
|
|
label = "Zitierstil"
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|
description = "Format für Quellenangaben in Berichten"
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[i18n.de.settings.language]
|
|
label = "Sprache"
|
|
description = "Hauptsprache für Forschung und Ergebnisse"
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